import numpy as np
import pandas as pd
import scipy as sp
import matplotlib.pyplot as plt
import seaborn as sns
import datetime
import wooldridge
from statistics import mean, stdev
from PIL import Image
%matplotlib inline
one_a = Image.open('images/Applied_Practice_1a.jpg')
one_a